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HUM AI

Imagine you own a café chain.

May 10, 2026 · 4 min read · 66 claps #deep-learning #batch-normalization #batch-processing

HUM AI

Dropout adalah teknik regularisasi yang digunakan untuk mengurangi overfitting pada neural network. Pada setiap langkah training, dropout…

Nov 29, 2025 · 4 min read · 0 claps #deep-learning #dropout-regularization #batch-normalization

HUM AI

Halo temen”, setelah di bab sebelumnya kita belajar seni menyeimbangkan Kapasitas Model dan menerapkan Early Stopping untuk mencegah…

Nov 28, 2025 · 5 min read · 0 claps #dropout #batch-normalization #deep-learning

Learn Batch Normalization, internal covariate shift, and key interview questions to master deep learning optimization concepts.

Nov 05, 2025 · 5 min read · 1 claps paywalled #batch-normalization #internal-covariate-shift #deep-learning

HUM AI

AD Adam Elimadi · Towards AI

There are a ton of blog posts out there breaking down both initialization and normalization. However, I feel like most authors fail to…

Jun 02, 2025 · 22 min read · 150 claps #batch-normalization #deep-learning #neural-networks

Most machine learning tasks can be modeled as minimization problems and this is why it is imperative to understand the gradient descent…

May 24, 2022 · 5 min read · 3 claps #gradient-descent #batch-normalization #mini-batch-gradient